Profiling Report

Dataset statistics

Number of variables	12
Number of observations	6939
Missing cells	8923
Missing cells (%)	10.7%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	650.7 KiB
Average record size in memory	96.0 B

Variable types

DateTime	1
Numeric	10
Unsupported	1

Alerts

`PRECIPITACAO TOTAL, DIARIO (AUT)(mm)` is highly overall correlated with `TEMPERATURA DO PONTO DE ORVALHO MEDIA DIARIA (AUT)(Â°C)` and 2 other fields	High correlation
`PRESSAO ATMOSFERICA MEDIA DIARIA (AUT)(mB)` is highly overall correlated with `TEMPERATURA DO PONTO DE ORVALHO MEDIA DIARIA (AUT)(Â°C)` and 1 other fields	High correlation
`TEMPERATURA DO PONTO DE ORVALHO MEDIA DIARIA (AUT)(Â°C)` is highly overall correlated with `PRECIPITACAO TOTAL, DIARIO (AUT)(mm)` and 4 other fields	High correlation
`TEMPERATURA MAXIMA, DIARIA (AUT)(Â°C)` is highly overall correlated with `TEMPERATURA MEDIA, DIARIA (AUT)(Â°C)` and 1 other fields	High correlation
`TEMPERATURA MEDIA, DIARIA (AUT)(Â°C)` is highly overall correlated with `TEMPERATURA MAXIMA, DIARIA (AUT)(Â°C)` and 1 other fields	High correlation
`TEMPERATURA MINIMA, DIARIA (AUT)(Â°C)` is highly overall correlated with `PRESSAO ATMOSFERICA MEDIA DIARIA (AUT)(mB)` and 2 other fields	High correlation
`UMIDADE RELATIVA DO AR, MEDIA DIARIA (AUT)(%)` is highly overall correlated with `PRECIPITACAO TOTAL, DIARIO (AUT)(mm)` and 2 other fields	High correlation
`UMIDADE RELATIVA DO AR, MINIMA DIARIA (AUT)(%)` is highly overall correlated with `PRECIPITACAO TOTAL, DIARIO (AUT)(mm)` and 3 other fields	High correlation
`PRECIPITACAO TOTAL, DIARIO (AUT)(mm)` has 328 (4.7%) missing values	Missing
`PRESSAO ATMOSFERICA MEDIA DIARIA (AUT)(mB)` has 227 (3.3%) missing values	Missing
`TEMPERATURA DO PONTO DE ORVALHO MEDIA DIARIA (AUT)(Â°C)` has 226 (3.3%) missing values	Missing
`TEMPERATURA MAXIMA, DIARIA (AUT)(Â°C)` has 182 (2.6%) missing values	Missing
`TEMPERATURA MEDIA, DIARIA (AUT)(Â°C)` has 307 (4.4%) missing values	Missing
`TEMPERATURA MINIMA, DIARIA (AUT)(Â°C)` has 175 (2.5%) missing values	Missing
`UMIDADE RELATIVA DO AR, MEDIA DIARIA (AUT)(%)` has 142 (2.0%) missing values	Missing
`VENTO, RAJADA MAXIMA DIARIA (AUT)(m/s)` has 84 (1.2%) missing values	Missing
`VENTO, VELOCIDADE MEDIA DIARIA (AUT)(m/s)` has 251 (3.6%) missing values	Missing
`Unnamed: 11` has 6939 (100.0%) missing values	Missing
`Data Medicao` has unique values	Unique
`Unnamed: 11` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`PRECIPITACAO TOTAL, DIARIO (AUT)(mm)` has 4217 (60.8%) zeros	Zeros

Reproduction

Analysis started	2024-04-22 23:22:59.066898
Analysis finished	2024-04-22 23:25:38.977131
Duration	2 minutes and 39.91 seconds
Software version	ydata-profiling vv4.7.0
Download configuration	config.json

Data Medicao
Date

UNIQUE

Distinct	6939
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	54.3 KiB

Minimum	2001-01-01 00:00:00
Maximum	2019-12-31 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

PRECIPITACAO TOTAL, DIARIO (AUT)(mm)
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	279
Distinct (%)	4.2%
Missing	328
Missing (%)	4.7%
Infinite	0
Infinite (%)	0.0%
Mean	3.8269551

Minimum	0
Maximum	102.8
Zeros	4217
Zeros (%)	60.8%
Negative	0
Negative (%)	0.0%
Memory size	54.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2
95-th percentile	22.8
Maximum	102.8
Range	102.8
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	9.6911697
Coefficient of variation (CV)	2.5323448
Kurtosis	19.877961
Mean	3.8269551
Median Absolute Deviation (MAD)	0
Skewness	3.9641114
Sum	25300
Variance	93.918771
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4217	60.8%
0.2	237	3.4%
0.4	82	1.2%
0.8	79	1.1%
0.6	78	1.1%
1	63	0.9%
1.4	55	0.8%
1.2	54	0.8%
1.8	45	0.6%
2.6	43	0.6%
Other values (269)	1658	23.9%
(Missing)	328	4.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4217	60.8%
0.2	237	3.4%
0.4	82	1.2%
0.6	78	1.1%
0.8	79	1.1%
1	63	0.9%
1.2	54	0.8%
1.4	55	0.8%
1.6	37	0.5%
1.8	45	0.6%

Value	Count	Frequency (%)
102.8	1	< 0.1%
93.8	1	< 0.1%
93.6	1	< 0.1%
89.8	1	< 0.1%
85	1	< 0.1%
83.2	1	< 0.1%
80.8	1	< 0.1%
78	1	< 0.1%
77.8	1	< 0.1%
75.8	1	< 0.1%

PRESSAO ATMOSFERICA MEDIA DIARIA (AUT)(mB)
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	149
Distinct (%)	2.2%
Missing	227
Missing (%)	3.3%
Infinite	0
Infinite (%)	0.0%
Mean	887.32394

Minimum	879.3
Maximum	907
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	54.3 KiB

Quantile statistics

Minimum	879.3
5-th percentile	883.8
Q1	885.8
median	887.2
Q3	888.9
95-th percentile	891.1
Maximum	907
Range	27.7
Interquartile range (IQR)	3.1

Descriptive statistics

Standard deviation	2.258892
Coefficient of variation (CV)	0.0025457354
Kurtosis	2.3055681
Mean	887.32394
Median Absolute Deviation (MAD)	1.5
Skewness	0.40085077
Sum	5955718.3
Variance	5.1025931
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
886.7	155	2.2%
886.5	149	2.1%
886.2	147	2.1%
886.4	141	2.0%
886.1	136	2.0%
887.3	133	1.9%
885.9	128	1.8%
887.1	127	1.8%
887	126	1.8%
885.6	124	1.8%
Other values (139)	5346	77.0%
(Missing)	227	3.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
879.3	1	< 0.1%
879.5	1	< 0.1%
879.8	1	< 0.1%
879.9	1	< 0.1%
880.2	2	< 0.1%
880.3	3	< 0.1%
880.4	1	< 0.1%
880.5	2	< 0.1%
880.6	1	< 0.1%
880.7	2	< 0.1%

Value	Count	Frequency (%)
907	1	< 0.1%
906.7	1	< 0.1%
905.4	1	< 0.1%
902	1	< 0.1%
897.2	2	< 0.1%
896.1	1	< 0.1%
894.6	1	< 0.1%
894.5	1	< 0.1%
894.3	1	< 0.1%
893.9	2	< 0.1%

TEMPERATURA DO PONTO DE ORVALHO MEDIA DIARIA (AUT)(Â°C)
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	194
Distinct (%)	2.9%
Missing	226
Missing (%)	3.3%
Infinite	0
Infinite (%)	0.0%
Mean	13.763236

Minimum	-1.3
Maximum	20.1
Zeros	0
Zeros (%)	0.0%
Negative	3
Negative (%)	< 0.1%
Memory size	54.3 KiB

Quantile statistics

Minimum	-1.3
5-th percentile	6.1
Q1	10.8
median	15.1
Q3	17.2
95-th percentile	18.3
Maximum	20.1
Range	21.4
Interquartile range (IQR)	6.4

Descriptive statistics

Standard deviation	4.0484147
Coefficient of variation (CV)	0.29414702
Kurtosis	-0.38634639
Mean	13.763236
Median Absolute Deviation (MAD)	2.6
Skewness	-0.7850448
Sum	92392.6
Variance	16.389661
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
17.5	156	2.2%
17.8	151	2.2%
17.3	150	2.2%
17.6	149	2.1%
17.7	135	1.9%
17.2	127	1.8%
17	123	1.8%
17.4	120	1.7%
18	118	1.7%
17.9	115	1.7%
Other values (184)	5369	77.4%
(Missing)	226	3.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-1.3	1	< 0.1%
-1.2	1	< 0.1%
-0.1	1	< 0.1%
0.4	1	< 0.1%
0.8	1	< 0.1%
1	2	< 0.1%
1.2	1	< 0.1%
1.3	2	< 0.1%
1.5	2	< 0.1%
1.6	2	< 0.1%

Value	Count	Frequency (%)
20.1	1	< 0.1%
20	1	< 0.1%
19.9	2	< 0.1%
19.8	1	< 0.1%
19.6	1	< 0.1%
19.5	4	0.1%
19.4	3	< 0.1%
19.3	4	0.1%
19.2	9	0.1%
19.1	10	0.1%

TEMPERATURA MAXIMA, DIARIA (AUT)(Â°C)
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	160
Distinct (%)	2.4%
Missing	182
Missing (%)	2.6%
Infinite	0
Infinite (%)	0.0%
Mean	27.176854

Minimum	17.4
Maximum	35.4
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	54.3 KiB

Quantile statistics

Minimum	17.4
5-th percentile	23.3
Q1	25.7
median	27.1
Q3	28.7
95-th percentile	31.2
Maximum	35.4
Range	18
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	2.3997268
Coefficient of variation (CV)	0.08830039
Kurtosis	0.41877467
Mean	27.176854
Median Absolute Deviation (MAD)	1.5
Skewness	0.0031085369
Sum	183634
Variance	5.7586886
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
26.8	142	2.0%
27.4	132	1.9%
26.6	130	1.9%
27.2	130	1.9%
27.8	128	1.8%
27.1	126	1.8%
27.3	122	1.8%
26.5	119	1.7%
27	119	1.7%
28.1	119	1.7%
Other values (150)	5490	79.1%
(Missing)	182	2.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
17.4	1	< 0.1%
17.8	1	< 0.1%
18.3	1	< 0.1%
18.4	1	< 0.1%
18.8	1	< 0.1%
19.2	1	< 0.1%
19.3	3	< 0.1%
19.7	4	0.1%
19.8	1	< 0.1%
19.9	4	0.1%

Value	Count	Frequency (%)
35.4	1	< 0.1%
35.3	1	< 0.1%
34.9	4	0.1%
34.7	1	< 0.1%
34.6	2	< 0.1%
34.5	1	< 0.1%
34.3	2	< 0.1%
34.2	3	< 0.1%
34.1	2	< 0.1%
34	2	< 0.1%

TEMPERATURA MEDIA, DIARIA (AUT)(Â°C)
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	131
Distinct (%)	2.0%
Missing	307
Missing (%)	4.4%
Infinite	0
Infinite (%)	0.0%
Mean	21.395054

Minimum	14
Maximum	28.8
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	54.3 KiB

Quantile statistics

Minimum	14
5-th percentile	18.5
Q1	20.1
median	21.3
Q3	22.6
95-th percentile	24.8
Maximum	28.8
Range	14.8
Interquartile range (IQR)	2.5

Descriptive statistics

Standard deviation	1.9138038
Coefficient of variation (CV)	0.089450755
Kurtosis	0.44240818
Mean	21.395054
Median Absolute Deviation (MAD)	1.2
Skewness	0.25525337
Sum	141892
Variance	3.6626448
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20.8	195	2.8%
21	173	2.5%
21.2	165	2.4%
21.1	163	2.3%
21.4	154	2.2%
21.3	145	2.1%
21.5	143	2.1%
20.6	142	2.0%
20.5	142	2.0%
22.3	141	2.0%
Other values (121)	5069	73.1%
(Missing)	307	4.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
14	1	< 0.1%
14.5	1	< 0.1%
14.7	2	< 0.1%
14.9	2	< 0.1%
15	3	< 0.1%
15.3	3	< 0.1%
15.4	1	< 0.1%
15.5	2	< 0.1%
15.7	2	< 0.1%
15.8	4	0.1%

Value	Count	Frequency (%)
28.8	1	< 0.1%
28.4	2	< 0.1%
28.2	1	< 0.1%
27.9	1	< 0.1%
27.8	3	< 0.1%
27.6	1	< 0.1%
27.5	1	< 0.1%
27.4	3	< 0.1%
27.3	4	0.1%
27.1	4	0.1%

TEMPERATURA MINIMA, DIARIA (AUT)(Â°C)
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	136
Distinct (%)	2.0%
Missing	175
Missing (%)	2.5%
Infinite	0
Infinite (%)	0.0%
Mean	16.766854

Minimum	8.5
Maximum	23.3
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	54.3 KiB

Quantile statistics

Minimum	8.5
5-th percentile	12.5
Q1	15.4
median	17.3
Q3	18.4
95-th percentile	19.5
Maximum	23.3
Range	14.8
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	2.1994518
Coefficient of variation (CV)	0.13117856
Kurtosis	0.078666997
Mean	16.766854
Median Absolute Deviation (MAD)	1.3
Skewness	-0.74348561
Sum	113411
Variance	4.8375881
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
18	191	2.8%
18.1	187	2.7%
18.3	175	2.5%
18.4	174	2.5%
17.8	170	2.4%
18.2	164	2.4%
17.9	160	2.3%
18.7	159	2.3%
18.6	159	2.3%
18.5	155	2.2%
Other values (126)	5070	73.1%
(Missing)	175	2.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
8.5	1	< 0.1%
8.8	1	< 0.1%
8.9	2	< 0.1%
9.2	2	< 0.1%
9.3	2	< 0.1%
9.4	1	< 0.1%
9.5	1	< 0.1%
9.6	1	< 0.1%
9.7	1	< 0.1%
9.8	2	< 0.1%

Value	Count	Frequency (%)
23.3	1	< 0.1%
22.6	1	< 0.1%
22.4	2	< 0.1%
22.2	1	< 0.1%
22.1	1	< 0.1%
22	1	< 0.1%
21.9	3	< 0.1%
21.8	3	< 0.1%
21.7	5	0.1%
21.6	1	< 0.1%

UMIDADE RELATIVA DO AR, MEDIA DIARIA (AUT)(%)
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	719
Distinct (%)	10.6%
Missing	142
Missing (%)	2.0%
Infinite	0
Infinite (%)	0.0%
Mean	65.633235

Minimum	19.7
Maximum	98.6
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	54.3 KiB

Quantile statistics

Minimum	19.7
5-th percentile	35.9
Q1	54.6
median	67.6
Q3	78.9
95-th percentile	87.5
Maximum	98.6
Range	78.9
Interquartile range (IQR)	24.3

Descriptive statistics

Standard deviation	16.017776
Coefficient of variation (CV)	0.24404977
Kurtosis	-0.54998257
Mean	65.633235
Median Absolute Deviation (MAD)	11.9
Skewness	-0.4891906
Sum	446109.1
Variance	256.56914
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
79	31	0.4%
77.8	31	0.4%
81	29	0.4%
81.3	29	0.4%
82.5	29	0.4%
78.7	28	0.4%
86.5	27	0.4%
80.8	26	0.4%
65.3	26	0.4%
67	25	0.4%
Other values (709)	6516	93.9%
(Missing)	142	2.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19.7	1	< 0.1%
20.9	2	< 0.1%
21	1	< 0.1%
21.1	1	< 0.1%
21.3	1	< 0.1%
21.7	1	< 0.1%
22	2	< 0.1%
22.1	1	< 0.1%
22.4	1	< 0.1%
22.5	1	< 0.1%

Value	Count	Frequency (%)
98.6	1	< 0.1%
98.2	1	< 0.1%
97.8	1	< 0.1%
97.5	1	< 0.1%
97.3	1	< 0.1%
97	1	< 0.1%
96.5	1	< 0.1%
96	1	< 0.1%
95.5	1	< 0.1%
95.1	1	< 0.1%

UMIDADE RELATIVA DO AR, MINIMA DIARIA (AUT)(%)
Real number (ℝ)

HIGH CORRELATION

Distinct	83
Distinct (%)	1.2%
Missing	62
Missing (%)	0.9%
Infinite	0
Infinite (%)	0.0%
Mean	41.611895

Minimum	10
Maximum	94
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	54.3 KiB

Quantile statistics

Minimum	10
5-th percentile	20
Q1	31
median	41
Q3	52
95-th percentile	66
Maximum	94
Range	84
Interquartile range (IQR)	21

Descriptive statistics

Standard deviation	14.362248
Coefficient of variation (CV)	0.34514765
Kurtosis	-0.27786413
Mean	41.611895
Median Absolute Deviation (MAD)	10
Skewness	0.29088681
Sum	286165
Variance	206.27416
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
40	201	2.9%
41	188	2.7%
31	186	2.7%
33	177	2.6%
34	177	2.6%
39	176	2.5%
47	175	2.5%
32	173	2.5%
46	167	2.4%
30	166	2.4%
Other values (73)	5091	73.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
10	4	0.1%
11	11	0.2%
12	19	0.3%
13	31	0.4%
14	36	0.5%
15	20	0.3%
16	47	0.7%
17	50	0.7%
18	56	0.8%
19	62	0.9%

Value	Count	Frequency (%)
94	1	< 0.1%
92	1	< 0.1%
91	2	< 0.1%
90	2	< 0.1%
89	4	0.1%
88	5	0.1%
87	2	< 0.1%
85	3	< 0.1%
84	4	0.1%
83	2	< 0.1%

VENTO, RAJADA MAXIMA DIARIA (AUT)(m/s)
Real number (ℝ)

MISSING

Distinct	160
Distinct (%)	2.3%
Missing	84
Missing (%)	1.2%
Infinite	0
Infinite (%)	0.0%
Mean	8.8829905

Minimum	1.5
Maximum	26.4
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	54.3 KiB

Quantile statistics

Minimum	1.5
5-th percentile	6.2
Q1	7.6
median	8.6
Q3	9.9
95-th percentile	12.3
Maximum	26.4
Range	24.9
Interquartile range (IQR)	2.3

Descriptive statistics

Standard deviation	1.9853577
Coefficient of variation (CV)	0.22350105
Kurtosis	4.4459643
Mean	8.8829905
Median Absolute Deviation (MAD)	1.1
Skewness	1.2246305
Sum	60892.9
Variance	3.9416453
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8	198	2.9%
8.6	185	2.7%
8.3	182	2.6%
8.1	180	2.6%
8.8	177	2.6%
7.5	170	2.4%
8.5	168	2.4%
8.4	164	2.4%
9	161	2.3%
9.3	160	2.3%
Other values (150)	5110	73.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.5	1	< 0.1%
1.9	1	< 0.1%
2.3	1	< 0.1%
2.7	1	< 0.1%
3.3	1	< 0.1%
3.4	1	< 0.1%
3.6	2	< 0.1%
3.7	2	< 0.1%
3.8	1	< 0.1%
3.9	2	< 0.1%

Value	Count	Frequency (%)
26.4	1	< 0.1%
24.3	1	< 0.1%
23.5	1	< 0.1%
21.7	1	< 0.1%
21	1	< 0.1%
20.7	1	< 0.1%
19.7	1	< 0.1%
19.5	1	< 0.1%
19.1	1	< 0.1%
19	1	< 0.1%

VENTO, VELOCIDADE MEDIA DIARIA (AUT)(m/s)
Real number (ℝ)

MISSING

Distinct	47
Distinct (%)	0.7%
Missing	251
Missing (%)	3.6%
Infinite	0
Infinite (%)	0.0%
Mean	2.3979964

Minimum	0.7
Maximum	5.5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	54.3 KiB

Quantile statistics

Minimum	0.7
5-th percentile	1.4
Q1	1.8
median	2.3
Q3	2.9
95-th percentile	3.8
Maximum	5.5
Range	4.8
Interquartile range (IQR)	1.1

Descriptive statistics

Standard deviation	0.73136008
Coefficient of variation (CV)	0.30498798
Kurtosis	0.24323991
Mean	2.3979964
Median Absolute Deviation (MAD)	0.5
Skewness	0.69264679
Sum	16037.8
Variance	0.53488757
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=47)

Value	Count	Frequency (%)
1.9	422	6.1%
1.8	393	5.7%
2.1	384	5.5%
2	378	5.4%
2.2	370	5.3%
1.7	352	5.1%
2.4	350	5.0%
2.3	341	4.9%
1.6	297	4.3%
2.5	285	4.1%
Other values (37)	3116	44.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.7	1	< 0.1%
0.8	3	< 0.1%
0.9	8	0.1%
1	23	0.3%
1.1	30	0.4%
1.2	73	1.1%
1.3	117	1.7%
1.4	162	2.3%
1.5	222	3.2%
1.6	297	4.3%

Value	Count	Frequency (%)
5.5	1	< 0.1%
5.4	1	< 0.1%
5.1	3	< 0.1%
5	3	< 0.1%
4.9	8	0.1%
4.8	13	0.2%
4.7	10	0.1%
4.6	11	0.2%
4.5	9	0.1%
4.4	13	0.2%

Unnamed: 11
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	6939
Missing (%)	100.0%
Memory size	54.3 KiB

Auto

Heatmap
Table

	PRECIPITACAO TOTAL, DIARIO (AUT)(mm)	PRESSAO ATMOSFERICA MEDIA DIARIA (AUT)(mB)	TEMPERATURA DO PONTO DE ORVALHO MEDIA DIARIA (AUT)(Â°C)	TEMPERATURA MAXIMA, DIARIA (AUT)(Â°C)	TEMPERATURA MEDIA, DIARIA (AUT)(Â°C)	TEMPERATURA MINIMA, DIARIA (AUT)(Â°C)	UMIDADE RELATIVA DO AR, MEDIA DIARIA (AUT)(%)	UMIDADE RELATIVA DO AR, MINIMA DIARIA (AUT)(%)	VENTO, RAJADA MAXIMA DIARIA (AUT)(m/s)	VENTO, VELOCIDADE MEDIA DIARIA (AUT)(m/s)
PRECIPITACAO TOTAL, DIARIO (AUT)(mm)	1.000	-0.477	0.671	-0.214	-0.132	0.304	0.703	0.620	0.100	-0.199
PRESSAO ATMOSFERICA MEDIA DIARIA (AUT)(mB)	-0.477	1.000	-0.617	-0.220	-0.331	-0.582	-0.479	-0.403	-0.109	0.285
TEMPERATURA DO PONTO DE ORVALHO MEDIA DIARIA (AUT)(Â°C)	0.671	-0.617	1.000	-0.166	0.024	0.588	0.915	0.853	0.079	-0.272
TEMPERATURA MAXIMA, DIARIA (AUT)(Â°C)	-0.214	-0.220	-0.166	1.000	0.889	0.350	-0.468	-0.570	-0.021	-0.201
TEMPERATURA MEDIA, DIARIA (AUT)(Â°C)	-0.132	-0.331	0.024	0.889	1.000	0.593	-0.326	-0.360	0.015	-0.099
TEMPERATURA MINIMA, DIARIA (AUT)(Â°C)	0.304	-0.582	0.588	0.350	0.593	1.000	0.328	0.317	0.190	-0.039
UMIDADE RELATIVA DO AR, MEDIA DIARIA (AUT)(%)	0.703	-0.479	0.915	-0.468	-0.326	0.328	1.000	0.945	0.068	-0.220
UMIDADE RELATIVA DO AR, MINIMA DIARIA (AUT)(%)	0.620	-0.403	0.853	-0.570	-0.360	0.317	0.945	1.000	0.077	-0.105
VENTO, RAJADA MAXIMA DIARIA (AUT)(m/s)	0.100	-0.109	0.079	-0.021	0.015	0.190	0.068	0.077	1.000	0.493
VENTO, VELOCIDADE MEDIA DIARIA (AUT)(m/s)	-0.199	0.285	-0.272	-0.201	-0.099	-0.039	-0.220	-0.105	0.493	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	Data Medicao	PRECIPITACAO TOTAL, DIARIO (AUT)(mm)	PRESSAO ATMOSFERICA MEDIA DIARIA (AUT)(mB)	TEMPERATURA DO PONTO DE ORVALHO MEDIA DIARIA (AUT)(Â°C)	TEMPERATURA MAXIMA, DIARIA (AUT)(Â°C)	TEMPERATURA MEDIA, DIARIA (AUT)(Â°C)	TEMPERATURA MINIMA, DIARIA (AUT)(Â°C)	UMIDADE RELATIVA DO AR, MEDIA DIARIA (AUT)(%)	UMIDADE RELATIVA DO AR, MINIMA DIARIA (AUT)(%)	VENTO, RAJADA MAXIMA DIARIA (AUT)(m/s)	VENTO, VELOCIDADE MEDIA DIARIA (AUT)(m/s)	Unnamed: 11
0	2001-01-01	22.4	885.4	18.8	24.6	20.7	18.7	89.3	69.0	7.4	1.7	NaN
1	2001-01-02	37.2	885.9	18.3	24.7	20.7	18.5	87	67.0	9	2.4	NaN
2	2001-01-03	NaN	886.8	17.8	26.5	NaN	18.7	77.2	55.0	9	2.8	NaN
3	2001-01-04	NaN	888.5	17.5	26.3	NaN	17.4	80.2	59.0	10.1	3	NaN
4	2001-01-05	NaN	887.9	17	27.2	NaN	18.5	72.1	43.0	9.6	3.4	NaN
5	2001-01-06	NaN	886.7	14.3	27.7	NaN	17.1	60.7	35.0	8.3	2.4	NaN
6	2001-01-07	NaN	885.6	16.4	28.7	NaN	18.1	68.5	44.0	11	1.9	NaN
7	2001-01-08	NaN	NaN	NaN	NaN	NaN	19	71.4	47.0	7.5	NaN	NaN
8	2001-01-09	NaN	NaN	15.6	28.3	NaN	18.6	62.6	40.0	8.4	2.5	NaN
9	2001-01-10	NaN	886.6	14.2	27.3	NaN	20	54.9	40.0	8.1	2.9	NaN

	Data Medicao	PRECIPITACAO TOTAL, DIARIO (AUT)(mm)	PRESSAO ATMOSFERICA MEDIA DIARIA (AUT)(mB)	TEMPERATURA DO PONTO DE ORVALHO MEDIA DIARIA (AUT)(Â°C)	TEMPERATURA MAXIMA, DIARIA (AUT)(Â°C)	TEMPERATURA MEDIA, DIARIA (AUT)(Â°C)	TEMPERATURA MINIMA, DIARIA (AUT)(Â°C)	UMIDADE RELATIVA DO AR, MEDIA DIARIA (AUT)(%)	UMIDADE RELATIVA DO AR, MINIMA DIARIA (AUT)(%)	VENTO, RAJADA MAXIMA DIARIA (AUT)(m/s)	VENTO, VELOCIDADE MEDIA DIARIA (AUT)(m/s)	Unnamed: 11
6929	2019-12-22	0	886	17.1	30.2	23.4	19.4	69.2	43.0	6.8	1.9	NaN
6930	2019-12-23	0	886.5	16.6	29.2	22.1	18.5	73.2	44.0	11.8	2.4	NaN
6931	2019-12-24	13.6	886.1	16.9	25.6	20.5	16.8	80.2	57.0	7.1	1.8	NaN
6932	2019-12-25	1.6	886.3	16.9	26.8	21.7	18.3	75	45.0	7.1	1.8	NaN
6933	2019-12-26	0	887.2	17.6	28.6	22.8	18.7	74.1	48.0	7.6	1.6	NaN
6934	2019-12-27	0	887	17	28.5	23.8	19.6	67.7	43.0	9.7	2.9	NaN
6935	2019-12-28	.2	886.4	15.4	29	23.9	19.3	60.5	32.0	8.9	3	NaN
6936	2019-12-29	0	885.4	15.2	29.8	24.2	18.4	59.5	34.0	7.8	2.5	NaN
6937	2019-12-30	0	884	15.1	29.1	24	18.4	58.7	38.0	8.1	2.2	NaN
6938	2019-12-31	0	884.2	16.9	27.1	21.4	17.7	77.3	48.0	9.5	1.5	NaN

Overview

Variables

Interactions

Correlations

Missing values

Sample